Deep Learning with PyTorch: A 60 Minute Blitz
PyTorch is a Python-based scientific computing package serving two broad purposes: A replacement for NumPy to use the power of GPUs and other accelerators. An automatic …
Deep Learning with PyTorch
Deep learning consists of composing linearities with non-linearities in clever ways. The introduction of non-linearities allows for powerful models. In this section, we will play with …
Learning PyTorch with Examples
At its core, PyTorch provides two main features: We will use a problem of fitting y=\sin (x) y = sin(x) with a third order polynomial as our running example. The network will have four …
Zero to Mastery Learn PyTorch for Deep Learning
This course: Teaches you PyTorch and many machine learning, deep learning and AI concepts in a hands-on, code-first way. If you already have 1-year+ experience in machine learning, this …
PyTorch Tutorial: How to Develop Deep Learning Models with …
In this tutorial, you discovered a step-by-step guide to developing deep learning models in PyTorch. Specifically, you learned: The difference between Torch and PyTorch and how to …
Learn PyTorch for Deep Learning - GitHub
Oct 19, 2021 · Many fundamental PyTorch operations used for deep learning and neural networks. Provides an outline for approaching deep learning problems and building neural …
Deep Learning with PyTorch - Coursera
Key concepts of deep neural networks, including techniques like dropout, weight initialization, and batch normalization. How to develop convolutional neural networks, apply layers and …
Learn PyTorch for Deep Learning – Free 26-Hour Course
Oct 6, 2022 · Throughout the course, we'll go through many of the most important concepts in machine learning and deep learning by writing PyTorch code. If you're new to data science …
Building a Deep Learning Model with PyTorch and Python
Dec 24, 2024 · A Practical Guide to Building a Deep Learning Model with PyTorch and Python. In this comprehensive tutorial, we will guide you through the process of building a deep learning …
PyTorch for Beginners: Your First Steps into Deep Learning
PyTorch is like the swiss army knife of deep learning frameworks—it's versatile, powerful, and pretty darn easy to get started with. In this article, we're going to walk through everything you …
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